GradMix for nuclei segmentation and classification in imbalanced pathology image datasets.
Tan Nhu Nhat DoanKyungeun KimBoram SongJin Tae KwakPublished in: CoRR (2022)
Keyphrases
- microscopic images
- classification accuracy
- multiscale
- features extraction
- pattern recognition
- text classification
- image segmentation
- statistical classification
- feature space
- microscopy images
- segmentation method
- pattern classification
- decision trees
- cell nuclei
- imbalanced datasets
- class imbalance
- classification method
- classification algorithm
- level set
- feature vectors
- training set
- machine learning
- high dimensionality
- segmentation algorithm
- imbalanced data
- pixel classification
- supervised learning
- support vector machine
- pigmented skin lesions